Add Python calculator example demonstrating code featurizer usage#2
Draft
Add Python calculator example demonstrating code featurizer usage#2
Conversation
Co-authored-by: miroslawstaron <5413313+miroslawstaron@users.noreply.github.com>
Co-authored-by: miroslawstaron <5413313+miroslawstaron@users.noreply.github.com>
Copilot
AI
changed the title
[WIP] Add new example for using the featurizer
Add Python calculator example demonstrating code featurizer usage
Nov 23, 2025
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Issue requested more examples showing how to use the featurizer.
Changes
example_calculator.py: Python calculator with arithmetic operations (add, subtract, multiply, divide) demonstrating featurization on Python code vs existing C exampleexample_usage.py: Standalone script showing complete workflow—load code from CSV, find optimal features, generate vectors, save outputexample_calculator.csv: CSV input with calculator code lines following existing formatREADME.md: Documents both examples, usage instructions, and explains featurization purpose (code similarity, ML on source code, pattern recognition).gitignore: Excludes generated outputs and Python artifactsUsage
Output:
The example demonstrates the complete featurization pipeline with clear output showing progress through each stage.
Original prompt
💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.